Machine Learning & Data Science · head to head
Databricks vs Gimkit

Databricks
Machine Learning & Data Science
Unified analytics platform for data engineering and data science
- From
- Free
- Rated
- -
The short version
- They diverge on capability: Databricks covers Delta Lake, Gimkit covers Game modes.
Where they differ
Only the attributes on which Databricks and Gimkit actually diverge.
| Attribute | Databricks | Gimkit |
|---|---|---|
| Pricing model | usage-based | freemium |
| Platforms | Web, Aws, Azure, Gcp | Web, IOS, Android |
| Category | Machine Learning & Data Science | Education & E-Learning |
| Founded | 2013 | 2017 |
Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated).
What each one covers
Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.
Only in Databricks
- Delta Lake
- Apache Spark
- MLflow
- Unity Catalog
- Photon Engine
- Collaborative Notebooks
- Auto-scaling
- AWS
Only in Gimkit
- Game modes
- In-game currency
- Live games
- Assignments
- Reports
- Question import
- Audio questions
- Game themes
Both cover
- Web support
What people use each for
The jobs each tool is most often brought in to do.
Databricks
- Running Spark data engineering pipelines on managed clustersnot Gimkit
- Building a lakehouse over data in cloud object storagenot Gimkit
- Training and serving machine learning models alongside the datanot Gimkit
Gimkit
- Review gamesnot Databricks
- Formative assessmentnot Databricks
- Student engagementnot Databricks
- Test prepnot Databricks
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
Databricks
- Cloud compute is billed separately by the cloud provider on top of Databricks DBU charges
- The free trial lasts 14 days
- Discounts require a Committed Use Contract, with larger commitments needed for larger discounts
- Azure Databricks pricing is set by Microsoft rather than by Databricks
- Security and compliance capabilities are sold as separate platform add ons rather than included in the base rate
Gimkit
Nothing recorded yet. See the Gimkit review.
Pricing, plan by plan
Databricks
Free- Community EditionFree
- Limited cluster
- Notebook environment
- Community support
- Standard$0.07/DBU
- Jobs compute
- SQL compute
- Standard support
Gimkit
Free- FreeFree
- 5 kits
- Basic game modes
- Pro$9.99/month
- Unlimited kits
- All game modes
- Reports
- School/District$undefined/month
- All Pro features
- Admin tools
- Rostering
Which should you pick?
Choose Databricks if
- You need delta lake.
- You want to start without paying.
- You work on Web, Aws, Azure, Gcp.
- You also want apache spark.
Choose Gimkit if
- You need game modes.
- You want to start without paying.
- You work on Web, IOS, Android.
- You also want in-game currency.
Questions people ask
- Is Databricks or Gimkit better?
- Neither clearly leads. Databricks starts at Free and Gimkit at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Databricks or Gimkit?
- Databricks starts at Free and Gimkit at Free.
- Does Databricks or Gimkit run on more platforms?
- Databricks runs on Web, Aws, Azure, Gcp. Gimkit runs on Web, IOS, Android.
- Can I use Databricks for free?
- Both have a free tier, so you can try either at no cost before committing.
- What is Databricks best used for?
- Databricks is most often used for running spark data engineering pipelines on managed clusters, building a lakehouse over data in cloud object storage, training and serving machine learning models alongside the data. Of those, running spark data engineering pipelines on managed clusters and building a lakehouse over data in cloud object storage are not what Gimkit is typically brought in for.
- What can Databricks do that Gimkit cannot?
- Databricks covers Delta Lake, Apache Spark, MLflow, Unity Catalog. Gimkit covers Game modes, In-game currency, Live games, Assignments. Both handle Web support.
Related pages
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- Databricks vs Google Vertex AI
- Databricks vs Azure Machine Learning
- Databricks vs DataRobot
- Databricks vs Snowflake
- Databricks vs TensorFlow
- Databricks vs Comet ML
- Databricks vs Keras
- Databricks vs MLflow
- Databricks vs Jupyter
- Databricks vs PyTorch
- Databricks vs scikit-learn
- Databricks vs Apache Spark MLlib
- Databricks vs Weights & Biases
- Databricks vs Alteryx
- Databricks vs Anaconda
- Databricks vs Dataiku
- Databricks vs DVC
- Databricks vs Blackboard
- Databricks vs Codecademy
- Databricks vs DataCamp
- Databricks vs Khan Academy
- Databricks vs Babbel
- Databricks vs Pluralsight
- Databricks vs Quizizz
- Databricks vs Rosetta Stone
- Databricks vs Udemy
- Databricks vs 360Learning
- Databricks vs Articulate 360
- Databricks vs Brilliant
- Databricks vs Duolingo
- Databricks vs Flip
- Databricks vs Labster
- Databricks vs MasterClass
- Databricks vs Miro Education
- Databricks vs Open edX
- Gimkit vs AWS SageMaker
- Gimkit vs Google Vertex AI
- Gimkit vs Azure Machine Learning
- Gimkit vs DataRobot
- Gimkit vs Snowflake
- Gimkit vs TensorFlow
- Gimkit vs Comet ML
- Gimkit vs Keras
- Gimkit vs MLflow
- Gimkit vs Jupyter
- Gimkit vs PyTorch
- Gimkit vs scikit-learn
- Gimkit vs Apache Spark MLlib
- Gimkit vs Weights & Biases
- Gimkit vs Alteryx
- Gimkit vs Anaconda
- Gimkit vs Dataiku
- Gimkit vs DVC
- Gimkit vs Blackboard
- Gimkit vs Codecademy
- Gimkit vs DataCamp
- Gimkit vs Khan Academy
- Gimkit vs Babbel
- Gimkit vs Pluralsight
- Gimkit vs Quizizz
- Gimkit vs Rosetta Stone
- Gimkit vs Udemy
- Gimkit vs 360Learning
- Gimkit vs Articulate 360
- Gimkit vs Brilliant
- Gimkit vs Duolingo
- Gimkit vs Flip
- Gimkit vs Labster
- Gimkit vs MasterClass
- Gimkit vs Miro Education
- Gimkit vs Open edX

